This story is one of 1,000 stories generated for the emotion ashamed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.
The mean activation across all 1,000 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.
S | 0.376 |
ashamed | 0.344 |
ness | 0.327 |
ι | 0.297 |
π | 0.295 |
de | -0.539 |
que | -0.300 |
π | -0.288 |
(!) | -0.269 |
π€© | -0.242 |